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A hierarchical surrogate-assisted evolutionary algorithm for high-dimensional expensive multimodal optimization problems
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DOI：10.1016/j.knosys.2025.114238.png)
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Abstract
En 中文
• A hierarchical surrogate-assisted multimodal evolutionary algorithm is proposed • A space-subspace joint search-based crowding differential evolution is developed • A network decomposition-based niching technique is introduced • A neighbor similarity-based pruning local search is designed
Keywords:
hierarchical surrogate-assisted
multimodal evolutionary algorithm
crowding differential evolution
network decomposition
niching technique
Journal
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IF:
7.6
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1.2W
Citations:
4.5W